Model save
Browse files- README.md +2 -23
- all_results.json +5 -5
- model-00001-of-00004.safetensors +1 -1
- model-00002-of-00004.safetensors +1 -1
- model-00003-of-00004.safetensors +1 -1
- model-00004-of-00004.safetensors +1 -1
- train_results.json +5 -5
- trainer_state.json +0 -0
- training_args.bin +1 -1
README.md
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# zephyr-7b-dpo-full
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This model was trained from scratch on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.5304
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- Rewards/chosen: -2.0877
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- Rewards/rejected: -3.5813
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- Rewards/accuracies: 0.7969
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- Rewards/margins: 1.4935
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- Logps/rejected: -669.7546
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- Logps/chosen: -512.3596
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- Logits/rejected: -0.0805
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- Logits/chosen: 0.0044
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 1e-06
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- train_batch_size:
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- eval_batch_size: 8
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- seed: 4
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- distributed_type: multi-GPU
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- num_devices: 8
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- gradient_accumulation_steps:
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- total_train_batch_size: 128
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- total_eval_batch_size: 64
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
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|:-------------:|:-----:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
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| 0.6209 | 0.21 | 100 | 0.6260 | -0.2545 | -0.6360 | 0.6953 | 0.3815 | -375.2259 | -329.0332 | 0.3909 | 0.3389 |
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| 0.5447 | 0.42 | 200 | 0.5506 | -0.6231 | -1.4102 | 0.7852 | 0.7871 | -452.6489 | -365.8961 | 0.5763 | 0.5112 |
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| 0.5257 | 0.63 | 300 | 0.5325 | -0.9411 | -1.9562 | 0.7617 | 1.0151 | -507.2468 | -397.6915 | 0.2916 | 0.2656 |
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| 0.5016 | 0.84 | 400 | 0.5168 | -1.1370 | -2.2739 | 0.7930 | 1.1368 | -539.0118 | -417.2896 | 0.1301 | 0.1581 |
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| 0.3557 | 1.05 | 500 | 0.5232 | -1.5956 | -3.0234 | 0.7852 | 1.4277 | -613.9626 | -463.1488 | 0.1606 | 0.1971 |
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| 0.3459 | 1.26 | 600 | 0.5179 | -1.8408 | -3.1490 | 0.7969 | 1.3082 | -626.5206 | -487.6650 | 0.1677 | 0.2149 |
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| 0.3321 | 1.47 | 700 | 0.5331 | -2.0696 | -3.5323 | 0.7891 | 1.4626 | -664.8507 | -510.5476 | -0.0690 | 0.0033 |
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| 0.2983 | 1.67 | 800 | 0.5289 | -2.0385 | -3.4952 | 0.7930 | 1.4566 | -661.1429 | -507.4386 | -0.0746 | 0.0060 |
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| 0.3235 | 1.88 | 900 | 0.5304 | -2.0877 | -3.5813 | 0.7969 | 1.4935 | -669.7546 | -512.3596 | -0.0805 | 0.0044 |
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### Framework versions
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# zephyr-7b-dpo-full
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This model was trained from scratch on the None dataset.
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 1e-06
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- train_batch_size: 2
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- eval_batch_size: 8
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- seed: 4
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- distributed_type: multi-GPU
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- num_devices: 8
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- gradient_accumulation_steps: 8
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- total_train_batch_size: 128
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- total_eval_batch_size: 64
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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### Training results
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### Framework versions
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all_results.json
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"train_steps_per_second": 0.
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"train_samples": 106682,
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"train_samples_per_second": 8.584,
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"train_steps_per_second": 0.067
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model-00001-of-00004.safetensors
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train_results.json
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trainer_state.json
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training_args.bin
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